Combined the optimal time points of three iron-related factors to predict AKI—serum ferritin at 6 h post-surgery, transferrin/uCr at 6 h post-surgery, and hepcidin/uCr at 0 h post-surgery, we found that the ROC analysis revealed a significant increase in the AUC, sensitivity, and specificity. Here, TF is linked to acute kidney injury.